Lingam

Latest version: v1.9.0

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1.7.0

New Features
* Added ``LiM`` algorithm
* Added ``CAM-UV`` algorithm

Code Fixes
* Fixed typos (50)
* Fixed 44
* Fixed 45
* Fixed 53

1.6.0

New Features
* Added ``LiNA`` and ``MDLiNA`` algorithm
* Added ``RESIT`` algorithm

1.5.5

New Features
* Added `get_paths` method to the result of bootstrapping that searches all paths between specified variables and outputs the bootstrap probability for each path in `VARLiNGAM`, `VARMALiNGAM` and `LongitudinalLiNGAM`
Code Fixes
* Changed the timing for creating the partial orders when applying prior knowledge in `DirectLiNGAM`
* Fixed that prior knowledge is not applied when there are duplicate no_paths (34)

1.5.4

New Features
* Added `get_paths` method to `BootstrapResult` that searches all paths between specified variables and outputs the bootstrap probability for each path in `ICALiNGAM`, `DirectLiNGAM`, `MultiGroupDirectLiNGAM`, `BottomUpParceLiNGAM` and `RCD`

1.5.3

New Features
* Changed to apply prior knowledge when pruning of adjacent matrix in `DirectLiNGAM` and `BottomUpParceLiNGAM`

Code Fixes
* Corrected `issubclass` to `isinstance` in `VARLiNGAM` and `VARMALiNGAM` (25)

1.5.2

New Features
* Modify algorithm for prior knowledge implemented in `DirectLiNGAM` and `MultiGroupDirectLiNGAM`
* Add `prior_knowledge` option to specify prior knowledge to `BottomUpParceLiNGAM`

Installation
* Add statsmodels to install_requires in `setup.py`(22)

Code Fixes
* Rename the function from `BootstrapResult.get_causal_effects` to `BootstrapResult.get_total_causal_effects`
* Change the diagonal component of the prior knowledge matrix created by `utils.make_prior_knowledge from 0 to -1

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